Andrei Irimia

According to our database, Andrei Irimia authored at least 38 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neuroinformatics and Analysis of Traumatic Brain Injury and Related Conditions.

Andrei Irimia

Neuroinformatics, October, 2024

Anatomic Interpretability in Neuroimage Deep Learning: Saliency Approaches for Typical Aging and Traumatic Brain Injury.

Kevin H. Guo, Nikhil N. Chaudhari, Tamara Jafar, Nahian F. Chowdhury, Paul Bogdan, Andrei Irimia

Neuroinformatics, October, 2024

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain.

Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, Mathilde Papillon, Miquel Ferriol Galmés, Mustafa Hajij, Theodore Papamarkou, Maria Sofia Bucarelli, Olga Zaghen, Johan Mathe, Audun Myers, Scott Mahan, Hansen Lillemark, Sharvaree P. Vadgama, Erik J. Bekkers, Tim Doster, Tegan Emerson, Henry Kvinge, Katrina Agate, Nesreen K. Ahmed, Pengfei Bai, Michael Banf, Claudio Battiloro, Maxim Beketov, Paul Bogdan, Martin Carrasco, Andrea Cavallo, Yun Young Choi, George Dasoulas, Matous Elphick, Giordan Escalona, Dominik Filipiak, Halley Fritze, Thomas Gebhart, Manel Gil-Sorribes, Salvish Goomanee, Victor Guallar, Liliya Imasheva, Andrei Irimia, Hongwei Jin, Graham Johnson, Nikos Kanakaris, Boshko Koloski, Veljko Kovac, Manuel Lecha, Minho Lee, Pierrick Leroy, Theodore Long, German Magai, Alvaro Martinez, Marissa Masden, Sebastian Meznar, Bertran Miquel-Oliver, Alexis Molina, Alexander Nikitin, Marco Nurisso, Matt Piekenbrock, Yu Qin, Patryk Rygiel, Alessandro Salatiello, Max Schattauer, Pavel Snopov, Julian Suk, Valentina Sánchez, Mauricio Tec, Francesco Vaccarino, Jonas Verhellen, Frédéric Wantiez, Alexander Weers, Patrik Zajec, Blaz Skrlj, Nina Miolane

CoRR, 2024

2023

Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives.

Chenzhong Yin, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Shahin Nazarian, Andrei Irimia, Paul Bogdan

CoRR, 2023

Linking Symptom Inventories using Semantic Textual Similarity.

Eamonn Kennedy, Shashank Vadlamani, Hannah M. Lindsey, Kelly S. Peterson, Kristen Dams OConnor, Kenton Murray, Ronak Agarwal, Houshang H. Amiri, Raeda K. Andersen, Talin Babikian, David A Baron, Erin D. Bigler, Karen Caeyenberghs, Lisa Delano-Wood, Seth G. Disner, Ekaterina Dobryakova, Blessen C. Eapen, Rachel M. Edelstein, Carrie Esopenko, Helen M. Genova, Elbert Geuze, Naomi J. Goodrich-Hunsaker, Jordan Grafman, Asta K. Håberg, Cooper B. Hodges, Kristen R. Hoskinson, Elizabeth S. Hovenden, Andrei Irimia, Neda Jahanshad, Ruchira M. Jha, Finian Keleher, Kimbra Kenney, Inga Koerte, Spencer W. Liebel, Abigail Livny, Marianne Lovstad, Sarah L. Martindale, Jeffrey E. Max, Andrew R. Mayer, Timothy B. Meier, Deleene S. Menefee, Abdalla Z. Mohamed, Stefania Mondello, Martin M. Monti, Rajendra A. Morey, Virginia Newcombe, et al.

CoRR, 2023

Generative Decoding of Visual Stimuli.

Eleni Miliotou, Panagiotis Kyriakis, Jason D. Hinman, Andrei Irimia, Paul Bogdan

Proceedings of the International Conference on Machine Learning, 2023

2021

Cross-Sectional Volumes and Trajectories of the Human Brain, Gray Matter, White Matter and Cerebrospinal Fluid in 9473 Typically Aging Adults.

Andrei Irimia

Neuroinformatics, 2021

Tractography methods and findings in brain tumors and traumatic brain injury.

Fang-Cheng Yeh, Andrei Irimia, Dhiego Chaves de Almeida Bastos, Alexandra J. Golby

NeuroImage, 2021

Mapping the rest of the human connectome: Atlasing the spinal cord and peripheral nervous system.

Andrei Irimia, John Darrell Van Horn

NeuroImage, 2021

Prediction of posttraumatic epilepsy using machine learning.

Haleh Akrami, Andrei Irimia, Wenhui Cui, Anand A. Joshi, Richard M. Leahy

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

2020

Mapping Cerebral Connectivity Changes after Mild Traumatic Brain Injury in Older Adults Using Diffusion Tensor Imaging and Riemannian Matching of Elastic Curves.

Andrei Irimia, Di Fan, Nikhil N. Chaudhari, Van Ngo, Fan Zhang, Shantanu H. Joshi, Lauren J. O'Donnell

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

The LONI QC System: A Semi-Automated, Web-Based and Freely-Available Environment for the Comprehensive Quality Control of Neuroimaging Data.

Hosung Kim, Andrei Irimia, Sam Hobel, Mher Pogosyan, Haoteng Tang, Petros Petrosyan, Rita Esquivel Castelo Blanco, Ben A. Duffy, Lu Zhao, Karen L. Crawford, Sook-Lei Liew, Kristi Clark, Meng Law, Pratik Mukherjee, Geoffrey T. Manley, John D. Van Horn, Arthur W. Toga

Frontiers Neuroinformatics, 2019

Brain Segmentation From Computed Tomography of Healthy Aging and Geriatric Concussion at Variable Spatial Resolutions.

Andrei Irimia, Alexander S. Maher, Kenneth A. Rostowsky, Nahian F. Chowdhury, Darryl H. Hwang, Meng Law

Frontiers Neuroinformatics, 2019

Post-Traumatic Cerebral Microhemorrhages and their Effects Upon White Matter Connectivity in the Aging Human Brain.

Di Fan, Nikhil N. Chaudhari, Kenneth A. Rostowsky, Maria Calvillo, Sean K. Lee, Nahian F. Chowdhury, Fan Zhang, Lauren J. O'Donnell, Andrei Irimia

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Support Vector Machines, Multidimensional Scaling and Magnetic Resonance Imaging Reveal Structural Brain Abnormalities Associated With the Interaction Between Autism Spectrum Disorder and Sex.

Andrei Irimia, Xiaoyu Lei, Carinna M. Torgerson, Zachary J. Jacokes, Sumiko Abe, John D. Van Horn

Frontiers Comput. Neurosci., 2018

Neuroinformatics and Analysis of Connectomic Alterations Due to Cerebral Microhemorrhages in Geriatric Mild Neurotrauma: Microhemorrhages in Geriatric Neurotrauma.

Alexander S. Maher, Kenneth A. Rostowsky, Nahian F. Chowdhury, Andrei Irimia

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017

Mobile Monitoring of Traumatic Brain Injury in Older Adults: Challenges and Opportunities.

Andrei Irimia, Susan Wei, Nanshu Lu, Constance M. Moore, David N. Kennedy

Neuroinformatics, 2017

2016

Modeling 4D pathological changes by leveraging normative models.

Bo Wang, Marcel Prastawa, Andrei Irimia, Avishek Saha, Wei Liu, Sheng-Yang M. Goh, Paul M. Vespa, John D. Van Horn, Guido Gerig

Comput. Vis. Image Underst., 2016

Scale-Dependent Variability and Quantitative Regimes in Graph-Theoretic Representations of Human Cortical Networks.

Andrei Irimia, John Darrell Van Horn

Brain Connect., 2016

2015

Integration of Behavioral, Structural, Functional, and Genetic Data for the Study of Autism Spectrum Disorders.

Carinna M. Torgerson, Andrei Irimia, S.-Y. Matthew Goh, John D. Van Horn

Proceedings of the Data Integration in the Life Sciences - 11th International Conference, 2015

Integration of Multimodal Neuroimaging and Electroencephalography for the Study of Acute Epileptiform Activity After Traumatic Brain Injury.

Andrei Irimia, Sheng-Yang M. Goh, Paul M. Vespa, John D. Van Horn

Proceedings of the Data Integration in the Life Sciences - 11th International Conference, 2015

Quality Control Considerations for the Effective Integration of Neuroimaging Data.

Sumiko Abe, Andrei Irimia, John Darrell Van Horn

Proceedings of the Data Integration in the Life Sciences - 11th International Conference, 2015

2014

Neuroinformatics challenges to the structural, connectomic, functional and electrophysiological multimodal imaging of human traumatic brain injury.

S. Y. Matt Goh, Andrei Irimia, Carinna M. Torgerson, John D. Van Horn

Frontiers Neuroinformatics, 2014

4D active cut: An interactive tool for pathological anatomy modeling.

Bo Wang, Wei Liu, Marcel Prastawa, Andrei Irimia, Paul M. Vespa, John D. Van Horn, P. Thomas Fletcher, Guido Gerig

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Multimodal Deformable Registration of Traumatic Brain Injury MR Volumes via the Bhattacharyya Distance.

Yifei Lou, Andrei Irimia, Patricio A. Vela, Micah C. Chambers, John D. Van Horn, Paul M. Vespa, Allen R. Tannenbaum

IEEE Trans. Biomed. Eng., 2013

The structural, connectomic and network covariance of the human brain.

Andrei Irimia, John D. Van Horn

NeuroImage, 2013

Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database.

Bo Wang, Marcel Prastawa, Avishek Saha, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Valerio Pascucci, Guido Gerig

Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI.

Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Neda Sadeghi, Paul M. Vespa, John D. Van Horn, Guido Gerig

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

High-resolution electroencephalographic forward modeling in traumatic brain injury using the finite element method.

S. Y. Matt Goh, Andrei Irimia, Carinna M. Torgerson, Ron Kikinis, Paul M. Vespa, John D. Van Horn

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Source cancellation profiles of electroencephalography and magnetoencephalography.

Andrei Irimia, John Darrell Van Horn, Eric Halgren

NeuroImage, 2012

Circular representation of human cortical networks for subject and population-level connectomic visualization.

Andrei Irimia, Micah C. Chambers, Carinna M. Torgerson, John D. Van Horn

NeuroImage, 2012

A patient-specific segmentation framework for longitudinal MR images of traumatic brain injury.

Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation.

Bo Wang, Marcel Prastawa, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Geometric Metamorphosis.

Marc Niethammer, Gabriel L. Hart, Danielle F. Pace, Paul M. Vespa, Andrei Irimia, John D. Van Horn, Stephen R. Aylward

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2009

Comparison of Conventional Filtering and Independent Component Analysis for Artifact Reduction in Simultaneous Gastric EMG and Magnetogastrography From Porcines.

Andrei Irimia, William O. Richards, L. Alan Bradshaw

IEEE Trans. Biomed. Eng., 2009

2006

An integrative software package for gastrointestinal biomagnetic data acquisition and analysis using SQUID magnetometers.

Andrei Irimia, Leo K. Cheng, Martin L. Buist, Andrew J. Pullan, L. Alan Bradshaw

Comput. Methods Programs Biomed., 2006

Combinatorial formulae for the derivatives of Lamé functions.

Andrei Irimia

Appl. Math. Comput., 2006

Separation of gastric electrical control activity from simultaneous MGG/EGG recordings using independent component analysis.

Andrei Irimia, Michael R. Gallucci, William O. Richards, L. Alan Bradshaw

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006